Grant Van Horn
Publications by Year
Research Areas
Species Distribution and Climate Change, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Wildlife Ecology and Conservation, Animal Vocal Communication and Behavior
Most-Cited Works
- → The iNaturalist Species Classification and Detection Dataset(2018)1,354 cited
- → Perspectives in machine learning for wildlife conservation(2022)616 cited
- → Recognition in Terra Incognita(2018)604 cited
- → Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection(2015)570 cited
- → Bird Species Categorization Using Pose Normalized Deep Convolutional Nets(2014)415 cited
- → Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets(2014)237 cited
- → The Devil is in the Tails: Fine-grained Classification in the Wild(2017)137 cited
- → Similarity Comparisons for Interactive Fine-Grained Categorization(2014)77 cited
- → The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization(2014)67 cited